Basic Statistics
Raw Counts
| Rows |
50,000 |
| Columns |
28 |
| Discrete columns |
9 |
| Continuous columns |
19 |
| All missing columns |
0 |
| Missing observations |
2,460 |
| Complete Rows |
47,734 |
| Total observations |
1,400,000 |
| Memory allocation |
11.9 Mb |
Percentages

Missing Data Profile

Univariate Distribution
Histogram


Bar Chart (with frequency)
## 7 columns ignored with more than 50 categories.
## brewery_city: 2024 categories
## brewery_state: 65 categories
## brewery_country: 112 categories
## brewery_name: 2856 categories
## review_profilename: 8905 categories
## beer_style: 104 categories
## beer_name: 12079 categories

QQ Plot
## Warning: Removed 46 rows containing non-finite values
## (stat_qq).
## Warning: Removed 46 rows containing non-finite values
## (stat_qq_line).

## Warning: Removed 6 rows containing non-finite values (stat_qq).
## Warning: Removed 6 rows containing non-finite values
## (stat_qq_line).


Correlation Analysis
## 8 features with more than 20 categories ignored!
## brewery_city: 1861 categories
## brewery_state: 65 categories
## brewery_country: 111 categories
## brewery_name: 2562 categories
## review_profilename: 8784 categories
## beer_style: 104 categories
## beer_name: 10578 categories
## beer_category: 47 categories
